Abstract
Branched nanostructures have attracted significant attention due to their potential applications across diverse fields. Precise control over branched morphology is essential for enhancing their functionality, yet it remains a considerable challenge. In this work, in-situ liquid-cell transmission electron microscopy (LCTEM) is employed to investigate the controllable growth of seaweed-like iron oxide branches in the presence of charged gold nanoparticles (Au NPs) within an organic solution. In contrast to the conventional tip-splitting behavior observed in the absence of Au NPs, the branches exhibit directional and accelerated growth toward the Au NPs without further splitting. Finite-element analysis reveals that the local electric field between the charged Au NPs and the branches promotes reactant aggregation at the branch tips, thereby driving their directional and accelerated growth. This study provides insights into the growth mechanisms of seaweed-like nanostructures and highlights the potential of local electric fields for morphological control of branched structures.
Similar content being viewed by others
Data availability
The data that support the findings of this study are available from the corresponding authors upon request. Source data are provided with this paper.
References
Guo, K., Xu, D., Xu, L., Li, Y. & Tang, Y. Noble metal nanodendrites: growth mechanisms, synthesis strategies and applications. Mater. Horiz. 10, 1234–1263 (2023).
Huang, W. et al. 2D PdAg alloy nanodendrites for enhanced ethanol electroxidation. Adv. Mater. 30, 1706962 (2018).
Mariappan, V. K. et al. Antimonene dendritic nanostructures: Dual-functional material for high-performance energy storage and harvesting devices. Nano Energy 77, 105248 (2020).
Zhang, X. et al. Structure adjustment for enhancing the water permeability and separation selectivity of the thin film composite nanofiltration membrane based on a dendritic hyperbranched polymer. J. Membr. Sci. 618, 118455 (2021).
Liu, H. et al. Recent advances in understanding dendrite growth on alkali metal anodes. EnergyChem 1, 100003 (2019).
Neumann-Heyme, H., Eckert, K. & Beckermann, C. General evolution equation for the specific interface area of dendrites during alloy solidification. Acta Mater. 140, 87–96 (2017).
Vishnugopi, B. S., Hao, F., Verma, A. & Mukherjee, P. P. Double-edged effect of temperature on lithium dendrites. ACS Appl. Mater. Interfaces 12, 23931–23938 (2020).
Wang, A., Deng, Q., Deng, L., Guan, X. & Luo, J. Eliminating tip dendrite growth by lorentz force for stable lithium metal anodes. Adv. Funct. Mater. 29, 1902630 (2019).
Yi, Z. et al. An ultrahigh rate and stable zinc anode by facet-matching-induced dendrite regulation. Adv. Mater. 34, 2203835 (2022).
Lu, Y. et al. Two-dimensional fractal nanocrystals templating for substantial performance enhancement of polyamide nanofiltration membrane. Proc. Natl. Acad. Sci. Usa. 118, e2019891118 (2021).
Wang, J. et al. Twin defect derived growth of atomically thin MoS2 dendrites. ACS Nano 12, 635–643 (2018).
Zou, P. et al. Directing lateral growth of lithium dendrites in micro-compartmented anode arrays for safe lithium metal batteries. Nat. Commun. 9, 464 (2018).
Mullins, W. W. & Sekerka, R. Stability of a planar interface during solidification of a dilute binary alloy. J. Appl. Phys. 35, 444–451 (1964).
Mullins, W. W. & Sekerka, R. F. Morphological stability of a particle growing by diffusion or heat flow. J. Appl. Phys. 34, 323–329 (1963).
Langer, J. S. Instabilities and pattern formation in crystal growth. Rev. Mod. Phys. 52, 1 (1980).
Barbieri, A. & Langer, J. Predictions of dendritic growth rates in the linearized solvability theory. Phys. Rev. A 39, 5314 (1989).
Haxhimali, T., Karma, A., Gonzales, F. & Rappaz, M. Orientation selection in dendritic evolution. Nat. Mater. 5, 660–664 (2006).
Wang, L., Hoyt, J. J., Wang, N., Provatas, N. & Sinclair, C. W. Controlling solid-liquid interfacial energy anisotropy through the isotropic liquid. Nat. Commun. 11, 724 (2020).
Chen, Y. et al. Tip-splitting instability and transition to seaweed growth during alloy solidification in anisotropically preferred growth direction. Acta Mater. 66, 219–231 (2014).
Trivedi, R. & Kurz, W. Dendritic growth. Int. Mater. Rev. 39, 49–74 (1994).
Yin, H. & Felicelli, S. D. Dendrite growth simulation during solidification in the LENS process. Acta Mater. 58, 1455–1465 (2010).
Liu, H. et al. Controlling Dendrite Growth in Solid-State Electrolytes. ACS Energy Lett. 5, 833–843 (2020).
Zhang, Q. et al. Atomic dynamics of electrified solid–liquid interfaces in liquid-cell TEM. Nature 630, 643–647 (2024).
Ye, M. et al. Revealing dominant oxidative species in reactive oxygen species-driven rapid chemical etching. Nano Lett. 23, 7319–7326 (2023).
Wang, W. et al. Facet-dependent cold welding of au nanorods revealed by liquid cell transmission electron microscopy. Adv. Sci. 12, 2412779 (2025).
Ye, M. et al. Visualizing the crystallization of sodium chloride under supersaturated condition. Nano Res 17, 7786–7792 (2024).
Wang, W. et al. Solid–liquid–gas reaction accelerated by gas molecule tunnelling-like effect. Nat. Mater. 21, 859–863 (2022).
Wang, W. et al. Controlled oxidative etching of gold nanorods revealed through in-situ liquid cell electron microscopy. Sci. China Mater. 63, 2599–2605 (2020).
Hauwiller, M. R. et al. Dynamics of nanoscale dendrite formation in solution growth revealed through in situ liquid cell electron microscopy. Nano Lett. 18, 6427–6433 (2018).
Xu, Z., Shen, C., Hou, Y., Gao, H. & Sun, S. Oleylamine as both reducing agent and stabilizer in a facile synthesis of magnetite nanoparticles. Chem. Mater. 21, 1778–1780 (2009).
Liang, W. I. et al. In situ study of spinel ferrite nanocrystal growth using liquid cell transmission electron microscopy. Chem. Mater. 27, 8146–8152 (2015).
Utter, B., Ragnarsson, R. & Bodenschatz, E. Alternating tip splitting in directional solidification. Phys. Rev. Lett. 86, 4604–4607 (2001).
You, H., Ding, C., Song, X., Ding, B. & Fang, J. In situ studies of different growth modes of silver crystals induced by the concentration field in an aqueous solution. CrystEngComm 13, 4491–4495 (2011).
Dawar, A. & Chandra, A. Fractal forming species and hierarchical growth in polymer electrolyte composites: Raman mapping and role of seed particles. Commun. Nonlinear Sci. Numer. Simul. 18, 959–972 (2013).
Ihle, T. & Müller-Krumbhaar, H. Diffusion-limited fractal growth morphology in thermodynamical two-phase systems. Phys. Rev. Lett. 70, 3083–3086 (1993).
Tenti, J. M., Hernández Guiance, S. N. & Irurzun, I. M. Fractal dimension of diffusion-limited aggregation clusters grown on spherical surfaces. Phys. Rev. E 103, 012138 (2021).
Kraus, T. & de Jonge, N. Dendritic gold nanowire growth observed in liquid with transmission electron microscopy. Langmuir 29, 8427–8432 (2013).
Mourdikoudis, S. et al. Oleic acid/oleylamine ligand pair: a versatile combination in the synthesis of colloidal nanoparticles. Nanoscale Horiz. 7, 941–1015 (2022).
Harris, R. A., Shumbula, P. M. & van der Walt, H. Analysis of the interaction of surfactants oleic acid and oleylamine with iron oxide nanoparticles through molecular mechanics modeling. Langmuir 31, 3934–3943 (2015).
Sinha, S. et al. Multifunctional oleic acid functionalized iron oxide nanoparticles for antibacterial and dye degradation applications with magnetic recycling. Mater. Adv. 6, 2253–2268 (2025).
Soares, P. I. et al. Iron oxide nanoparticles stabilized with a bilayer of oleic acid for magnetic hyperthermia and MRI applications. Appl. Surf. Sci. 383, 240–247 (2016).
Toyos-Rodríguez, C. et al. A simple and reliable synthesis of superparamagnetic magnetite nanoparticles by thermal decomposition of Fe(acac)3. J. Nanomater. 2019, 2464010 (2019).
El Mendili, Y. et al. Improvement of thermal stability of maghemite nanoparticles coated with oleic acid and oleylamine molecules: investigations under laser irradiation. J. Phys. Chem. C. 119, 10662–10668 (2015).
Zhu, C. et al. In-situ liquid cell transmission electron microscopy investigation on oriented attachment of gold nanoparticles. Nat. Commun. 9, 421 (2018).
Acknowledgements
This work was funded by the National Key R&D Program of China (Grant No.2022YFB4400100), the National Natural Science Foundation of China (Grant Nos.12234005, T2321002, 12574298, 12204422), the Key R&D Program of Jiangsu Province (BE2023009-4), the New Cornerstone Science Foundation through the XPLORER PRIZE, the China Postdoctoral Science Foundation (Grant No. 2023TQ0312). H.Z. acknowledges the support of U.S. Department of Energy, Office of Science, Office of Basic Energy Sciences (BES), Materials Sciences and Engineering Division under Contract No. DE-AC02-05-CH11231 within the in-situ TEM program (KC22ZH). The work at the Molecular Foundry of Lawrence Berkeley National Laboratory (LBNL) was supported by the U.S. Department of Energy under Contract No. DE-AC02-05CH11231.
Author information
Authors and Affiliations
Contributions
W.W., H.Z., T.X. and L.S. supervised the project. M.Z. and T.X. performed in-situ TEM experiments; M.Z., J.S. and Y.Y performed TEM image processing; M.Z. and W.W. performed the simulations; M.N. and H.H. participated in data analysis. M.Z. and W.W. co-wrote the manuscript with all the authors contributing to the discussion.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Peer review
Peer review information
Nature Communications thanks Jean-Luc Maurice, and the other, anonymous, reviewers for their contribution to the peer review of this work. A peer review file is available.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Source data
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.
About this article
Cite this article
Zhou, M., Wang, W., Sun, J. et al. Accelerated directional growth of seaweed-like iron oxide branches driven by localized electric fields of gold nanoparticles in liquid. Nat Commun (2026). https://doi.org/10.1038/s41467-026-71352-9
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41467-026-71352-9


